impala/testdata/datasets/functional/schema_constraints.csv at 656a2e8af04d23623da9fbcb4c2d2e8153d85083

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stiga-huang 9686545bfd IMPALA-6503: Support reading complex types from ORC

We've supported reading primitive types from ORC files (IMPALA-5717).
In this patch we add support for complex types (struct/array/map).

In IMPALA-5717, we leverage the ORC lib to parse ORC binaries (data in
io buffer read from DiskIoMgr). The ORC lib can materialize ORC column
binaries into its representation (orc::ColumnVectorBatch). Then we
transform values in orc::ColumnVectorBatch into impala::Tuples in
hdfs-orc-scanner. We don't need to do anything about decoding/decompression
since they are handled by the ORC lib. Fortunately, the ORC lib already
supports complex types, we can still leverage it to support complex types.

What we need to add in IMPALA-6503 are two things:
1. Specify which nested columns we need in the form required by the ORC
  lib (Get list of ORC type ids from tuple descriptors)
2. Transform outputs of ORC lib (nested orc::ColumnVectorBatch) into
  Impala's representation (Slots/Tuples/RowBatches)

To format the materialization, we implement several ORC column readers
in hdfs-orc-scanner. Each kind of reader treats a column type and
transforms outputs of the ORC lib into tuple/slot values.

Tests:
* Enable existing tests for complex types (test_nested_types.py,
test_tpch_nested_queries.py) for ORC.
* Run exhaustive tests in DEBUG and RELEASE builds.

Change-Id: I244dc9d2b3e425393f90e45632cb8cdbea6cf790
Reviewed-on: http://gerrit.cloudera.org:8080/12168
Reviewed-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
Tested-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>

2019-03-08 04:39:08 +00:00

15 KiB

Raw Blame History

1	# Table level constraints:
2	# Allows for defining constraints on which file formats to generate for an individual
3	# table. The table name should match the base table name defined in the schema template
4	# file.
5	table_name:stringids, constraint:restrict_to, table_format:hbase/none/none
6	table_name:hbasecolumnfamilies, constraint:restrict_to, table_format:hbase/none/none
7	table_name:insertalltypesagg, constraint:restrict_to, table_format:hbase/none/none
8	table_name:alltypessmallbinary, constraint:restrict_to, table_format:hbase/none/none
9	table_name:insertalltypesaggbinary, constraint:restrict_to, table_format:hbase/none/none
10	table_name:hbasealltypeserror, constraint:restrict_to, table_format:hbase/none/none
11	table_name:hbasealltypeserrornonulls, constraint:restrict_to, table_format:hbase/none/none
12	table_name:alltypesinsert, constraint:restrict_to, table_format:text/none/none
13	table_name:stringpartitionkey, constraint:restrict_to, table_format:text/none/none
14	table_name:alltypesnopart_insert, constraint:restrict_to, table_format:text/none/none
15	table_name:insert_overwrite_nopart, constraint:restrict_to, table_format:text/none/none
16	table_name:insert_overwrite_partitioned, constraint:restrict_to, table_format:text/none/none
17	table_name:insert_string_partitioned, constraint:restrict_to, table_format:text/none/none
18	table_name:alltypesinsert, constraint:restrict_to, table_format:parquet/none/none
19	table_name:alltypesnopart_insert, constraint:restrict_to, table_format:parquet/none/none
20	table_name:alltypesinsert, constraint:restrict_to, table_format:text/none/none
21	table_name:alltypesnopart_insert, constraint:restrict_to, table_format:text/none/none
22	table_name:insert_overwrite_nopart, constraint:restrict_to, table_format:text/none/none
23	table_name:insert_overwrite_partitioned, constraint:restrict_to, table_format:text/none/none
24	table_name:insert_string_partitioned, constraint:restrict_to, table_format:text/none/none
25	table_name:alltypesinsert, constraint:restrict_to, table_format:parquet/none/none
26	table_name:alltypesnopart_insert, constraint:restrict_to, table_format:parquet/none/none
27	table_name:insert_overwrite_nopart, constraint:restrict_to, table_format:parquet/none/none
28	table_name:insert_overwrite_partitioned, constraint:restrict_to, table_format:parquet/none/none
29	table_name:insert_string_partitioned, constraint:restrict_to, table_format:parquet/none/none
30	table_name:old_rcfile_table, constraint:restrict_to, table_format:rc/none/none
31	table_name:bad_text_lzo, constraint:restrict_to, table_format:text/lzo/block
32	table_name:bad_text_gzip, constraint:restrict_to, table_format:text/gzip/block
33	table_name:bad_seq_snap, constraint:restrict_to, table_format:seq/snap/block
34	table_name:bad_avro_snap_strings, constraint:restrict_to, table_format:avro/snap/block
35	table_name:bad_avro_snap_floats, constraint:restrict_to, table_format:avro/snap/block
36	table_name:bad_avro_decimal_schema, constraint:restrict_to, table_format:avro/snap/block
37	table_name:bad_parquet, constraint:restrict_to, table_format:parquet/none/none
38	table_name:bad_parquet_strings_negative_len, constraint:restrict_to, table_format:parquet/none/none
39	table_name:bad_parquet_strings_out_of_bounds, constraint:restrict_to, table_format:parquet/none/none
40	table_name:bad_magic_number, constraint:restrict_to, table_format:parquet/none/none
41	table_name:bad_metadata_len, constraint:restrict_to, table_format:parquet/none/none
42	table_name:bad_dict_page_offset, constraint:restrict_to, table_format:parquet/none/none
43	table_name:bad_compressed_size, constraint:restrict_to, table_format:parquet/none/none
44	table_name:alltypesagg_hive_13_1, constraint:restrict_to, table_format:parquet/none/none
45	table_name:kite_required_fields, constraint:restrict_to, table_format:parquet/none/none
46	table_name:bad_column_metadata, constraint:restrict_to, table_format:parquet/none/none
47	table_name:lineitem_multiblock, constraint:restrict_to, table_format:parquet/none/none
48	table_name:lineitem_sixblocks, constraint:restrict_to, table_format:parquet/none/none
49	table_name:lineitem_multiblock_one_row_group, constraint:restrict_to, table_format:parquet/none/none
50	table_name:customer_multiblock, constraint:restrict_to, table_format:parquet/none/none
51	# TODO: Support Avro. Data loading currently fails for Avro because complex types
52	# cannot be converted to the corresponding Avro types yet.
53	table_name:allcomplextypes, constraint:restrict_to, table_format:text/none/none
54	table_name:allcomplextypes, constraint:restrict_to, table_format:parquet/none/none
55	table_name:allcomplextypes, constraint:restrict_to, table_format:hbase/none/none
56	table_name:functional, constraint:restrict_to, table_format:text/none/none
57	table_name:complextypes_fileformat, constraint:restrict_to, table_format:text/none/none
58	table_name:complextypes_fileformat, constraint:restrict_to, table_format:parquet/none/none
59	table_name:complextypes_fileformat, constraint:restrict_to, table_format:avro/snap/block
60	table_name:complextypes_fileformat, constraint:restrict_to, table_format:rc/snap/block
61	table_name:complextypes_fileformat, constraint:restrict_to, table_format:seq/snap/block
62	table_name:complextypes_fileformat, constraint:restrict_to, table_format:orc/def/block
63	table_name:complextypes_multifileformat, constraint:restrict_to, table_format:text/none/none
64	# TODO: Avro
65	table_name:complextypestbl, constraint:restrict_to, table_format:parquet/none/none
66	table_name:complextypestbl, constraint:restrict_to, table_format:orc/def/block
67	table_name:complextypestbl_medium, constraint:restrict_to, table_format:parquet/none/none
68	table_name:complextypestbl_medium, constraint:restrict_to, table_format:orc/def/block
69	table_name:alltypeserror, constraint:exclude, table_format:parquet/none/none
70	table_name:alltypeserrornonulls, constraint:exclude, table_format:parquet/none/none
71	table_name:unsupported_types, constraint:exclude, table_format:parquet/none/none
72	table_name:escapechartesttable, constraint:exclude, table_format:parquet/none/none
73	table_name:TblWithRaggedColumns, constraint:exclude, table_format:parquet/none/none
74	# the text_ tables are for testing test delimiters and escape chars in text files
75	table_name:text_comma_backslash_newline, constraint:restrict_to, table_format:text/none/none
76	table_name:text_dollar_hash_pipe, constraint:restrict_to, table_format:text/none/none
77	table_name:text_thorn_ecirc_newline, constraint:restrict_to, table_format:text/none/none
78	table_name:bad_serde, constraint:restrict_to, table_format:text/none/none
79	table_name:rcfile_lazy_binary_serde, constraint:restrict_to, table_format:rc/none/none
80	table_name:unsupported_partition_types, constraint:restrict_to, table_format:text/none/none
81	table_name:nullformat_custom, constraint:exclude, table_format:parquet/none/none
82	table_name:alltypes_view, constraint:restrict_to, table_format:text/none/none
83	table_name:allcomplextypes_view, constraint:restrict_to, table_format:text/none/none
84	table_name:alltypes_view, constraint:restrict_to, table_format:seq/snap/block
85	table_name:alltypes_hive_view, constraint:restrict_to, table_format:text/none/none
86	table_name:alltypes_view_sub, constraint:restrict_to, table_format:text/none/none
87	table_name:alltypes_view_sub, constraint:restrict_to, table_format:seq/snap/block
88	table_name:alltypes_parens, constraint:restrict_to, table_format:text/none/none
89	table_name:complex_view, constraint:restrict_to, table_format:text/none/none
90	table_name:complex_view, constraint:restrict_to, table_format:seq/snap/block
91	table_name:view_view, constraint:restrict_to, table_format:text/none/none
92	table_name:view_view, constraint:restrict_to, table_format:seq/snap/block
93	table_name:subquery_view, constraint:restrict_to, table_format:seq/snap/block
94	table_name:subquery_view, constraint:restrict_to, table_format:rc/none/none
95	# liketbl, tblwithraggedcolumns and manynulls all have
96	# NULLs in primary key columns. hbase does not support
97	# writing NULLs to primary key columns.
98	table_name:liketbl, constraint:exclude, table_format:hbase/none/none
99	table_name:manynulls, constraint:exclude, table_format:hbase/none/none
100	table_name:tblwithraggedcolumns, constraint:exclude, table_format:hbase/none/none
101	# Tables with only one column are not supported in hbase.
102	table_name:greptiny, constraint:exclude, table_format:hbase/none/none
103	table_name:tinyinttable, constraint:exclude, table_format:hbase/none/none
104	# overflow uses a manually constructed text file which doesn't make sense to write to
105	# other table formats since the values that would be written are different (e.g. already
106	# truncated.)
107	table_name:overflow, constraint:restrict_to, table_format:text/none/none
108	# widerow has a single column with a single row containing a 10MB string. hbase doesn't
109	# seem to like this.
110	table_name:widerow, constraint:exclude, table_format:hbase/none/none
111	# nullformat_custom is used in null-insert tests, which user insert overwrite,
112	# which is not supported in hbase. The schema is also specified in HIVE_CREATE
113	# with no corresponding LOAD statement.
114	table_name:nullformat_custom, constraint:exclude, table_format:hbase/none/none
115	table_name:unsupported_types, constraint:exclude, table_format:hbase/none/none
116	# Decimal can only be tested on formats Impala can write to (text and parquet).
117	# TODO: add Avro once Hive or Impala can write Avro decimals
118	table_name:decimal_tbl, constraint:restrict_to, table_format:text/none/none
119	table_name:decimal_tiny, constraint:restrict_to, table_format:text/none/none
120	table_name:decimal_tbl, constraint:restrict_to, table_format:parquet/none/none
121	table_name:decimal_tiny, constraint:restrict_to, table_format:parquet/none/none
122	table_name:decimal_tbl, constraint:restrict_to, table_format:kudu/none/none
123	table_name:decimal_tiny, constraint:restrict_to, table_format:kudu/none/none
124	table_name:decimal_tbl, constraint:restrict_to, table_format:orc/def/block
125	table_name:decimal_tiny, constraint:restrict_to, table_format:orc/def/block
126	table_name:decimal_rtf_tbl, constraint:restrict_to, table_format:text/none/none
127	table_name:decimal_rtf_tbl, constraint:restrict_to, table_format:parquet/none/none
128	table_name:decimal_rtf_tbl, constraint:restrict_to, table_format:kudu/none/none
129	table_name:decimal_rtf_tbl, constraint:restrict_to, table_format:orc/def/block
130	table_name:decimal_rtf_tiny_tbl, constraint:restrict_to, table_format:text/none/none
131	table_name:decimal_rtf_tiny_tbl, constraint:restrict_to, table_format:parquet/none/none
132	table_name:decimal_rtf_tiny_tbl, constraint:restrict_to, table_format:kudu/none/none
133	table_name:decimal_rtf_tiny_tbl, constraint:restrict_to, table_format:orc/def/block
134	table_name:avro_decimal_tbl, constraint:restrict_to, table_format:avro/snap/block
135	# CHAR is not supported by HBase.
136	table_name:chars_tiny, constraint:exclude, table_format:hbase/none/none
137	table_name:chars_medium, constraint:exclude, table_format:hbase/none/none
138	# invalid_decimal_part_tbl[1,2,3] tables are used for testing invalid decimal
139	# partition key values (see IMPALA-1040)
140	table_name:invalid_decimal_part_tbl1, constraint:restrict_to, table_format:text/none/none
141	table_name:invalid_decimal_part_tbl2, constraint:restrict_to, table_format:text/none/none
142	table_name:invalid_decimal_part_tbl3, constraint:restrict_to, table_format:text/none/none
143	table_name:avro_decimal_tbl, constraint:restrict_to, table_format:avro/snap/block
144	# testescape tables are used for testing text scanner delimiter handling
145	table_name:table_no_newline, constraint:restrict_to, table_format:text/none/none
146	table_name:table_no_newline_part, constraint:restrict_to, table_format:text/none/none
147	table_name:testescape_16_lf, constraint:restrict_to, table_format:text/none/none
148	table_name:testescape_16_crlf, constraint:restrict_to, table_format:text/none/none
149	table_name:testescape_17_lf, constraint:restrict_to, table_format:text/none/none
150	table_name:testescape_17_crlf, constraint:restrict_to, table_format:text/none/none
151	table_name:testescape_32_lf, constraint:restrict_to, table_format:text/none/none
152	table_name:testescape_32_crlf, constraint:restrict_to, table_format:text/none/none
153	# alltimezones is used to verify that impala properly deals with timezones
154	table_name:alltimezones, constraint:restrict_to, table_format:text/none/none
155	# Avro schema is inferred from the column definitions (IMPALA-1136)
156	table_name:no_avro_schema, constraint:restrict_to, table_format:avro/snap/block
157	table_name:avro_unicode_nulls, constraint:restrict_to, table_format:avro/snap/block
158	# test single and multi stream bz2 files
159	table_name:bzip2_tbl, constraint:restrict_to, table_format:text/bzip/block
160	table_name:large_bzip2_tbl, constraint:restrict_to, table_format:text/bzip/block
161	table_name:multistream_bzip2_tbl, constraint:restrict_to, table_format:text/bzip/block
162	table_name:large_multistream_bzip2_tbl, constraint:restrict_to, table_format:text/bzip/block
163	# Kudu can't handle certain types such as timestamp so we pick and choose the tables
164	# we actually use for Kudu related tests.
165	table_name:alltypes, constraint:only, table_format:kudu/none/none
166	table_name:alltypessmall, constraint:only, table_format:kudu/none/none
167	table_name:alltypestiny, constraint:only, table_format:kudu/none/none
168	table_name:alltypesagg, constraint:only, table_format:kudu/none/none
169	table_name:alltypesaggnonulls, constraint:only, table_format:kudu/none/none
170	table_name:testtbl, constraint:only, table_format:kudu/none/none
171	table_name:jointbl, constraint:only, table_format:kudu/none/none
172	table_name:emptytable, constraint:only, table_format:kudu/none/none
173	table_name:dimtbl, constraint:only, table_format:kudu/none/none
174	table_name:tinytable, constraint:only, table_format:kudu/none/none
175	table_name:tinyinttable, constraint:only, table_format:kudu/none/none
176	table_name:zipcode_incomes, constraint:only, table_format:kudu/none/none
177	table_name:nulltable, constraint:only, table_format:kudu/none/none
178	table_name:nullrows, constraint:only, table_format:kudu/none/none
179	table_name:nullescapedtable, constraint:only, table_format:kudu/none/none
180	table_name:decimal_tbl, constraint:only, table_format:kudu/none/none
181	table_name:decimal_rtf_tbl, constraint:only, table_format:kudu/none/none
182	table_name:decimal_rtf_tiny_tbl, constraint:only, table_format:kudu/none/none
183	table_name:decimal_tiny, constraint:only, table_format:kudu/none/none
184	table_name:strings_with_quotes, constraint:only, table_format:kudu/none/none
185	table_name:manynulls, constraint:only, table_format:kudu/none/none
186	# Skipping header lines is only effective with text tables
187	table_name:table_with_header, constraint:restrict_to, table_format:text/none/none
188	table_name:table_with_header_2, constraint:restrict_to, table_format:text/none/none
189	table_name:table_with_header_insert, constraint:restrict_to, table_format:text/none/none
190	# We also test that skipping header lines works on compressed tables (IMPALA-5287)
191	table_name:table_with_header, constraint:restrict_to, table_format:text/gzip/block
192	table_name:table_with_header_2, constraint:restrict_to, table_format:text/gzip/block
193	table_name:table_with_header_insert, constraint:restrict_to, table_format:text/gzip/block
194	# Inserting into parquet tables should not be affected by the 'skip.header.line.count'
195	# property, so we test parquet format as well.
196	table_name:table_with_header_insert, constraint:restrict_to, table_format:parquet/none/none

15 KiB Raw Blame History

15 KiB

Raw Blame History